TY - JOUR
T1 - The negative-positive feedback transition thresholds of meteorological drought in response to agricultural drought and their dynamics
AU - Wei, Xiaoting
AU - Huang, Shengzhi
AU - Li, Jianfeng
AU - Huang, Qiang
AU - Leng, Guoyong
AU - Liu, Dong
AU - Guo, Wenwen
AU - Zheng, Xudong
AU - Bai, Qingjun
N1 - This research was jointly funded by the National Natural Science Foundation of China (grant number 52279026), the Strategic Priority Research Program of the Chinese Academy of Sciences (grant number XDA28060100), the National Key Research and Development Program of China (grant number 2021YFC3000203), the Natural Science Foundation of Inner Mongolia Autonomous Region (grant number 2021ZD12), the Doctoral Dissertation Innovation Fund of Xi'an University of Technology (grant number 310-252072210).
Publisher Copyright:
© 2023 Elsevier B.V.
PY - 2024/1/1
Y1 - 2024/1/1
N2 - There are complex bidirectional feedback relationships among different types of droughts (e.g., meteorological and agricultural droughts). As agricultural drought intensifies, meteorological drought response to agricultural drought may be changed from negative to positive feedback. Nevertheless, the negative-positive feedback transition thresholds of meteorological drought in response to agricultural drought and their dynamics have remained unsolved. Herein, we proposed a new quantitative method to characterize the mutual feedback between meteorological drought and agricultural drought based on the vine copula function for the first time in this study. The negative-positive feedback transition threshold and the sensitivity of the feedback were quantified under certain drought conditions. In order to investigate the feedback relationship dynamics under a changing environment, the total study period was evenly divided into two stages: stage 1 (1982–1999) and stage 2 (2000–2018). Finally, the random forest method was used to explore the dominant factors on the transition threshold. Results indicate that: (1) the negative-positive feedback transition thresholds in August is generally lower than June and July in mainland China, the basin with large threshold is the Southwest River Basin; (2) the sensitivity of meteorological drought in response to agricultural drought was higher in positive feedback than in negative feedback; (3) the transition thresholds of stage 2 was mostly reduced, while the feedback sensitivity of positive feedback was mostly increased; and (4) compared with the single factor, the land-meteorological coupling strength (the correlation between precipitation and soil moisture) dominants the negative-positive feedback transition threshold. This study sheds new insights into droughts feedback.
AB - There are complex bidirectional feedback relationships among different types of droughts (e.g., meteorological and agricultural droughts). As agricultural drought intensifies, meteorological drought response to agricultural drought may be changed from negative to positive feedback. Nevertheless, the negative-positive feedback transition thresholds of meteorological drought in response to agricultural drought and their dynamics have remained unsolved. Herein, we proposed a new quantitative method to characterize the mutual feedback between meteorological drought and agricultural drought based on the vine copula function for the first time in this study. The negative-positive feedback transition threshold and the sensitivity of the feedback were quantified under certain drought conditions. In order to investigate the feedback relationship dynamics under a changing environment, the total study period was evenly divided into two stages: stage 1 (1982–1999) and stage 2 (2000–2018). Finally, the random forest method was used to explore the dominant factors on the transition threshold. Results indicate that: (1) the negative-positive feedback transition thresholds in August is generally lower than June and July in mainland China, the basin with large threshold is the Southwest River Basin; (2) the sensitivity of meteorological drought in response to agricultural drought was higher in positive feedback than in negative feedback; (3) the transition thresholds of stage 2 was mostly reduced, while the feedback sensitivity of positive feedback was mostly increased; and (4) compared with the single factor, the land-meteorological coupling strength (the correlation between precipitation and soil moisture) dominants the negative-positive feedback transition threshold. This study sheds new insights into droughts feedback.
KW - Agricultural drought
KW - Feedback relationship
KW - Meteorological drought
KW - Positive feedback
KW - Transition threshold
UR - http://www.scopus.com/inward/record.url?scp=85173996349&partnerID=8YFLogxK
U2 - 10.1016/j.scitotenv.2023.167817
DO - 10.1016/j.scitotenv.2023.167817
M3 - Journal article
C2 - 37838043
AN - SCOPUS:85173996349
SN - 0048-9697
VL - 906
JO - Science of the Total Environment
JF - Science of the Total Environment
M1 - 167817
ER -